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Reza2kn/uncgpt-conversations-semantic-approved-1p25-repaired-paperclip

UncGPT — Semantic-Approved 1.25σ Conversations (Leak-Repaired) The 1.25σ semantic-gate cohort with uncle-diary leakage repaired and normalized diary fields. The auditable replacement for the older paperclip_all_1803 source that an earlier audit flagged for visible diary leakage. Part of the UncGPT NeurIPS 2026 Competition collection. Config approved_manifest (default): one row per approved conversation, with metadata + path back to the full-schema JSON.… See the full description on the dataset page: https://huggingface.co/datasets/Reza2kn/uncgpt-conversations-semantic-approved-1p25-repaired-paperclip.

sourceHugging Facecc-by-4.0updated 4mo agoView on Hugging Face

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Dataset Card

UncGPT — Semantic-Approved 1.25σ Conversations (Leak-Repaired)

The 1.25σ semantic-gate cohort with uncle-diary leakage repaired and normalized diary fields. The auditable replacement for the older paperclip_all_1803 source that an earlier audit flagged for visible diary leakage.

Part of the UncGPT NeurIPS 2026 Competition collection.

Config

approved_manifest (default): one row per approved conversation, with metadata + path back to the full-schema JSON.

What "repaired" means

—Visible uncle-diary fields stripped from the visible transcript.
—Diary fields normalized to a single shape per turn.
—Re-gated against the same 1.25σ semantic boundary as the tight cohort.

Related cohorts

See `uncgpt-conversations-semantic-approved-1p25` for the original 1.25σ-tight cohort and `uncgpt-conversations-semantic-approved-1p50-candidate` for the wider candidate cohort.

License

CC-BY-4.0.